Harness the revolutionary potential of AI through our specialized generative AI development services

Our goal is to be at the forefront of AI technology, exploring innovative opportunities in artificial intelligence. Whether consulting or creating robust solutions, we incorporate cutting-edge foundational models, such as GPT-4, GPT-3.5, Llama 2, Gemini, PaLM-2, Mistral. Our tailored generative AI solutions empower businesses to automate and optimize workflows, increasing productivity and efficiency. 

We are a Generative AI development company that supports not only the Financial Services Industry

  • 270+

    software engineers and developers

  • 100+

    software products delivered

  • 50+

    AI Solutions

  • 20+

    Total years of experience

Discover our human-centric approach to innovations

1 1
  • Engaging customers at the early project stage and validating concepts
  • R&D working groups combining different perspectives (Business, UX/UI, Technology)
  • Continuous monitoring of available and emerging technologies (eg. Data Streaming, Cloud, LLM. Low-code, Digital Process Automation etc.)

 

Embark on a journey of limitless creativity and innovation driven by AI with our Gen AI development services.

Leveraging our deep expertise in cutting-edge AI technologies, we design and build customized AI models and solutions tailored to your industry and business needs. Over the years, our team has built experience in AI/ML areas such as Deep Learning, Reinforcement Learning and Computer Vision. In 2023, we further developed the capabilities of our AI/ML solutions using GenAI.

Generative AI Consulting

Collaborating closely with your team, we craft a tailored generative AI adoption strategy that aligns seamlessly with your business objectives.

Our AI experts provide comprehensive guidance and support, ensuring the implementation of the most influential AI solution for your specific needs.

Data Analysis

We have developed a data analysis service specifically to assist businesses in unlocking valuable insights from their data.

Our skilled analysts transform your structured or unstructured data into actionable insights that drive informed decision-making and enhance your business strategies.

Domain-specific Generative AI Model Development

Transform your business with domain-specific AI models tailored to your unique industry and objectives. Our experts carefully assess your needs and select the most suitable foundational AI model, then fine-tune it with your proprietary data and rigorously test it to ensure it delivers tangible results.

Generative AI Solutions Development

We construct cutting-edge AI solutions. Our team of experts utilizes foundational models like GPT-4, GPT-3.5, Llama 2, Gemini, PaLM-2, Mistral to build innovative AI solutions tailored to business-specific needs. Whether you are seeking a chatbot, prompter, document summarization, data extraction, we have you covered.

Upgrade and Maintenance, ML-Ops

Prioritizing your success, we offer post-deployment maintenance and upgrade services, recognizing the dynamic nature of technology and the evolving needs of your business.

Through regular maintenance and timely upgrades, we guarantee the seamless operation of your generative AI solutions and prevention of data drift and concept drift.

This dedication ensures that your solutions consistently provide value and innovation, enabling you to thrive in the competitive business environment.

Predictive AI

Enrich your transaction data with predictive ML models, such as transaction classification, recurring transaction detection, subscription classifier, merchant brand recognition. Use the knowledge from enriched transactional data for customer segmentation, personalization of customer experience, analysis of promotional campaign effectiveness, optimization of business processes.
Ailleron experts are also capable of using Gen AI to improve predictive models by generating additional training data.


 

Generative AI Integration

We smoothly integrate generative AI solutions into your tech infrastructure, optimizing internal workflows and customer-facing systems.

Our experts carefully integrate AI solutions without disrupting your operations, ensuring smooth workflow optimization and enhanced customer interactions.

GraphML

Uncover hidden insights and unlock new business opportunities with our data analysis solutions. Our unique approach combines the power of knowledge graphs and machine learning to go beyond traditional data analysis and reveal the complex relationships within your data.

This comprehensive perspective lets us discover previously unseen patterns and trends, leading to better decision-making, improved model quality, and enhanced business growth.

The process #AilleronExperts follow to build Generative AI solutions for your business

Step-by-step Generative AI Consulting

Use Case Evaluation

Recognizing and recording the project’s distinct requirements, goals, and limitations is essential. Comprehending stakeholders’ expectations regarding the ultimate product or system is crucial.

Risk assessment

Groundwork first!

  • Risk assessment – understanding what the risks might be
  • Risk appetite – what risks we can take
  • Metrics – measuring performance
  • ROI – what return on investment do we expect?

Solution Concept

Craft a comprehensive roadmap for your generative AI project, selecting the most suitable model, the optimal training approach, efficient resource allocation, and a seamless deployment strategy aligned with your project’s objectives.

PoC Design and Development

Developing a Proof of Concept (PoC) for a generative AI model entails showcasing the feasibility and potential of the model on a limited scale. Our collaborative process involves working closely with the customer to generate an initial demo of GenAI capabilities. It allows the customer to observe the initial results and assess whether the direction aligns with expectations and meets the desired outcomes.

Validation

Examine the generative AI solution, refining it through iterative cycles to enhance output quality and reduce biases.

Deployment and Optimization

Implement the generative AI solution into the production environment, initiating ongoing optimization endeavors to improve performance and output quality.

Maintenance

Incorporate the generative AI solution into the client’s current ecosystem and provide continuous support and maintenance to ensure its compatibility with evolving requirements.

How Ailleron Generative AI development services can help you stay ahead of the competition

Ailleron is actively using Generative AI technology in its solutions, including LiveBank. We are also researching and developing on applying LLM models in the financial sector in Front-office, Back-office, Core Capabilities, and Product Services.

Front Office

– Prompter ​
– Text Sentiment Analysis ​
– Document Summary

Front Office 2

Back Office

– Prompting support​
– Data extraction from documents ​
– Customer ​View 360

Back Office 2

Product Services

– Data extraction
– AI Financial Coach ​
– Mobile banking ​voice assistant

Product 2

Core Capabilities

– Open banking for the credit processes​
– Data extraction and translation
– Prompting scenarios

core 2

Our Areas of Expertise

We are experts in crafting custom-made AI solutions by harnessing the power of advanced foundational models like GPT-4.
Our expertise encompasses a deep understanding of their architecture, training processes.
These include e.g.: extracting data from documents  or archives, and understanding emotional cues in the text.

Empowered by our expertise in natural language processing (NLP), we develop powerful applications that seamlessly handle tasks like generating creative text formats, understanding emotional cues in text, condensing lengthy text into concise summaries, and bridging language barriers.

Empowered by our natural language processing (NLP) expertise, we develop powerful business applications.
These include extracting data from documents  or archives, understanding emotional cues in the text.

This crucial stage in the data analysis and machine learning (ML) model development process is dedicated to confirming the adequacy and reliability of the data. The primary objective is to ensure that the data meets the necessary standards for conducting valuable business analysis and serves as a foundation for creating accurate and impactful ML models.

In today’s data-driven world, transforming raw data into actionable insights is crucial for informed decision-making and gaining a competitive edge. Our data analytics services empower businesses with the tools and expertise to harness the power of their data, turning it into a strategic asset that drives success.

Keep a vigilant eye on your AI systems to ensure they maintain optimal performance, behave as expected, and remain aligned with your desired outcomes, all while staying on track to prevent data drift and concept drift from compromising their effectiveness.

Our AI Development Technology Stack

Deep Learning Frameworks

  • PyTorch
  • TensorFlow

Machine Learning and Data Analytics

  • Scikit-learn
  • Pandas
  • numPy

Large Language Models (LLM)

  • GPT-4, GPT-3.5
  • LlaMa-2
  • PaLM-2
  • Gemini
  • Mistral

Cloud

  • GCP
  • Azure
  • AWS

Data Integration & Back-end

  • AB Initio
  • Confluent Kafka
  • MongoDB
  • Python
  • Flask
  • FastAPI

Machine Learning Algorithms

  • Supervised Learning
  • Unsupervised Learning
  • Clustering
  • Product Recommendation
  • Churn Prediction

Let’s talk about how we can help your organization make the most of Generative AI!

Michał Walerowski

Business Unit Director AI/ML & Data Solutions

man wearing a shirt and jacket

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